Title :
Specialized hardware for real time navigation
Author :
Marino, E. ; Stella, E. ; Branca, A. ; Distante, A.
Author_Institution :
Ist. Elaborazione Segnali ed Immagini, CNR, Bari, Italy
Abstract :
The goal of this work is to propose a specialized hardware architecture to permit a real time visual navigation of a mobile robot. The navigation method is a two-stage approach to extract features and to match them over an image sequence acquired during a mobile robot motion in order to recover a 2D motion field useful to extract informations about ego-motion parameters. This paper describes an hardware implementation of the first stage of the method consisting in feature extraction and raw match computation through radiometric measure minimization. Performances of our hardware permits the whole system to reach the real time by requiring a processing rate of 40 MHz
Keywords :
VLSI; feature extraction; image sequences; mobile robots; motion estimation; path planning; robot vision; 2D motion field; ego-motion parameters; feature extraction; image sequence; radiometric measure minimization; raw match computation; real time navigation; specialized hardware; two-stage approach; visual navigation; Cameras; Data mining; Feature extraction; Hardware; Image sequences; Minimization methods; Mobile robots; Motion estimation; Navigation; Radiometry;
Conference_Titel :
Intelligent Transportation System, 1997. ITSC '97., IEEE Conference on
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-4269-0
DOI :
10.1109/ITSC.1997.660460